{"id":"W3087360532","doi":"10.5194/egusphere-egu2020-10620","title":"Decadal physical-biogeochemical changes in the Newfoundland and Labrador ecosystem","year":2020,"lang":"en","type":"article","venue":"","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Biogeochemical cycle; Oceanography; Hydrography; Environmental science; Ecosystem; Salinity; Marine ecosystem; Climate change; Ocean current; Nutrient; Climatology; Geology; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002004321,0.0001395091,0.00009285629,0.001067622,0.000331295,0.0009039578,0.0003016042,0.000190395,0.0008567708],"category_scores_gemma":[0.000412963,0.0000855769,0.0001381443,0.001573753,0.0003557015,0.0003775854,0.0004572351,0.000205644,0.00010813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004777861,"about_ca_system_score_gemma":0.0018795,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7886136,"about_ca_topic_score_gemma":0.9082517,"domain_scores_codex":[0.9999051,0.000005938113,0.000009374484,0.00002283489,0.000014506,0.00004219264],"domain_scores_gemma":[0.9996682,0.00001958963,0.0001540326,0.00001124582,0.00009243593,0.00005433639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005489967,0.00002014981,0.9648335,0.000158829,0.0001698527,0.0005053576,0.001208924,0.0005683461,0.001508029,0.0003150355,0.003805708,0.02685143],"study_design_scores_gemma":[4.070166e-7,0.000002115236,0.9974922,0.00001416594,0.000009906591,0.00003375699,0.0002876438,0.00008233623,0.00004511248,0.00000520116,0.002024685,0.000002516772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885769,0.004527574,0.00008839801,0.0006484686,0.00003200465,0.00000584722,0.004060448,0.00002019946,0.002040084],"genre_scores_gemma":[0.9926214,0.003108097,0.0001818901,0.0001555726,0.00002810311,0.000006747262,0.002156321,0.000006536304,0.001735394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2113864,"threshold_uncertainty_score":0.4252626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02296295505595738,"score_gpt":0.2376613970401142,"score_spread":0.2146984419841568,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}